Yingxu He

According to our database, Yingxu He authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Direct Preference Optimization for English-Mandarin Code-Switching Speech Recognition in Audio LLMs.

Trung Nguyen Quang, Won Cheng Yi Lewis, Minh Duc Pham, Yingxu He, Shuo Sun, Ai Ti Aw

CoRR, May, 2026

Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off.

Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw

CoRR, February, 2026

2025

MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages.

Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou

CoRR, November, 2025

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs.

Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik B. Sailor, Nancy F. Chen, Ai Ti Aw

CoRR, June, 2025

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models.

Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw

CoRR, January, 2025

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs.

Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik Bhupendra Sailor, Nancy F. Chen, AiTi Aw

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders.

Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora.

Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore.

Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, AiTi Aw

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

2024

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models.

Yingxu He, Zhuohan Liu, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw

CoRR, 2024

2023

Towards Automatic Satellite Images Captions Generation Using Large Language Models.

Yingxu He, Qiqi Sun

CoRR, 2023

2021

Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue.

Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua

Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021